TexTile: A Differentiable Metric for Texture Tileability

arXiv:2403.12961v1 Announce Type: cross
Abstract: We introduce TexTile, a novel differentiable metric to quantify the degree upon which a texture image can be concatenated with itself without introducing repeating artifacts (i.e., the tileability). Existing methods for tileable texture synthesis focus on general texture quality, but lack explicit analysis of the intrinsic repeatability properties of a texture. In contrast, our TexTile metric effectively evaluates the tileable properties of a texture, opening the door to more informed synthesis and analysis of tileable …

abstract analysis arxiv cs.ai cs.cv cs.gr cs.lg differentiable focus general image intrinsic novel quality synthesis texture type